Field-boundary Mapping on FTW/FTP ten dense-label (held-out countries)
35.5PQ (Instance Quality Score)FTP-PRUE+
Evaluation Results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| FTP-PRUE+Sensor=Planet, Backbone=EfficientNet-B32026.07 | 35.5 | 75.7 | 46.2 | 27.1 | 0.33 | 7.4 | 22.8 | 68.8 | 15.7 | 39.2 | 52 | |
| FTP-PRUE+Sensor=Planet, Backbone=EfficientNet-B72026.07 | 35.4 | 74.4 | 46.1 | 27 | 0.3 | 7.4 | 22.8 | 74.2 | 15.6 | 40.6 | 50.9 | |
| FTW-PRUE+Sensor=S2, Backbone=EfficientNet-B72026.07 | 24.2 | 71 | 32.8 | 17.2 | 0.35 | 14.4 | 43.4 | 63.6 | 7.5 | 28.4 | 37.7 | |
| FTW-PRUE+Sensor=S2, Backbone=EfficientNet-B32026.07 | 21 | 71.4 | 28.9 | 14.6 | 0.33 | 18.6 | 54.7 | 61.8 | 5.8 | 25.3 | 33.8 | |
| DelineateAnything*Sensor=Planet, Backbone=YOLO11x2026.07 | 9.5 | 73.3 | 12.7 | 7 | 0.75 | 13.7 | 37.8 | 51.1 | 1.7 | 7.1 | 16.3 | |
| DelineateAnything-S*Sensor=Planet, Backbone=YOLO11n2026.07 | 3.5 | 70.8 | 4.8 | 2.5 | 0.82 | 13.2 | 34.2 | 40.7 | 0.8 | 2.8 | 6.7 |